Network has become an indispensable part of public life. To improve network utilization,
network performance, network quality, and enhance network security, precise prediction of …

Accurate prediction of network traffic is an important premise in network management and
congestion control. In order to improve the prediction accuracy of network traffic, a prediction …

Network traffic matrix prediction is a methodology of predicting network traffic behavior
ahead of time in order to improve network management and planning. Different neural …

In order to improve the performance of network traffic prediction model, a novel network
traffic prediction model is proposed in this paper which embedding dimension and time …

In order to improve the prediction accuracy of network traffic, a novel prediction model based
on ensemble empirical mode decomposition and multiple models is proposed. In this study …

Existing traffic prediction methods are based on previously collected traffic patterns, and the
measured data are used to train and create a model to predict future traffic patterns …

Network traffic is a typical nonlinear time series. As such, traditional linear and nonlinear
models are inadequate to describe the multi-scale characteristics of traffic, thus …

Network traffic describes the characteristics and users' behaviors of communication
networks. It is a crucial input parameter of network management and network traffic …

With the increasing complexity of the network, the current network traffic has strong
nonlinearity and burstiness. Therefore, the traditional traffic prediction model is no longer …

In order to overcome the poor generalization ability and low accuracy of traditional network
traffic prediction methods, a prediction method based on improved artificial bee colony …